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20242026
most citedTorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model Discovery

11 citations · 11 across the 3 of their papers we have counts for

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stat.ML2026

Isotropic Gaussian Processes Improve Vanilla Bayesian Optimization in High Dimensions

Wei-Ting Tang, Madhav Muthyala, Joel A. Paulson

High-dimensional Bayesian optimization (BO) often fits Gaussian process (GP) surrogates from far fewer observations than input dimensions. Modern Vanilla BO can perform well in thi…